Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 4028530 |
| Missing cells | 13523378 |
| Missing cells (%) | 18.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 553.2 MiB |
| Average record size in memory | 144.0 B |
Variable types
| DateTime | 2 |
|---|---|
| Categorical | 6 |
| Text | 7 |
| Boolean | 2 |
| Numeric | 1 |
Company public response is highly imbalanced (77.4%) | Imbalance |
Submitted via is highly imbalanced (72.1%) | Imbalance |
Company response to consumer is highly imbalanced (59.8%) | Imbalance |
Timely response? is highly imbalanced (89.8%) | Imbalance |
Sub-product has 235291 (5.8%) missing values | Missing |
Sub-issue has 715348 (17.8%) missing values | Missing |
Consumer complaint narrative has 2568404 (63.8%) missing values | Missing |
Company public response has 2168295 (53.8%) missing values | Missing |
State has 43121 (1.1%) missing values | Missing |
Tags has 3605729 (89.5%) missing values | Missing |
Consumer consent provided? has 896805 (22.3%) missing values | Missing |
Consumer disputed? has 3260172 (80.9%) missing values | Missing |
Complaint ID has unique values | Unique |
Reproduction
| Analysis started | 2023-09-24 07:11:27.692838 |
|---|---|
| Analysis finished | 2023-09-24 07:33:07.729547 |
| Duration | 21 minutes and 40.04 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Date received
Date
| Distinct | 4295 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.7 MiB |
| Minimum | 2011-12-01 00:00:00 |
|---|---|
| Maximum | 2023-09-05 00:00:00 |
Product
Categorical
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.7 MiB |
| Credit reporting, credit repair services, or other personal consumer reports | |
|---|---|
| Debt collection | |
| Mortgage | |
| Credit card or prepaid card | 205725 |
| Checking or savings account | 180437 |
| Other values (16) |
Length
| Max length | 76 |
|---|---|
| Median length | 76 |
| Mean length | 49.201466 |
| Min length | 8 |
Characters and Unicode
| Total characters | 198209580 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Payday loan, title loan, or personal loan |
|---|---|
| 2nd row | Credit reporting, credit repair services, or other personal consumer reports |
| 3rd row | Credit reporting, credit repair services, or other personal consumer reports |
| 4th row | Credit card or prepaid card |
| 5th row | Credit reporting, credit repair services, or other personal consumer reports |
Common Values
| Value | Count | Frequency (%) |
| Credit reporting, credit repair services, or other personal consumer reports | 2162845 | |
| Debt collection | 503401 | 12.5% |
| Mortgage | 383137 | 9.5% |
| Credit card or prepaid card | 205725 | 5.1% |
| Checking or savings account | 180437 | 4.5% |
| Credit reporting | 140429 | 3.5% |
| Credit card | 89569 | 2.2% |
| Bank account or service | 86205 | 2.1% |
| Student loan | 76153 | 1.9% |
| Money transfer, virtual currency, or money service | 58142 | 1.4% |
| Other values (11) | 142487 | 3.5% |
Length
| Value | Count | Frequency (%) |
| credit | 4778879 | |
| or | 2788469 | |
| reporting | 2320726 | |
| consumer | 2211872 | |
| personal | 2210866 | |
| other | 2181355 | |
| reports | 2180297 | |
| repair | 2162845 | |
| services | 2162845 | |
| card | 504845 | 1.9% |
| Other values (23) | 3250264 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 31206432 | |
| e | 24981675 | |
| 22724733 | ||
| o | 15922832 | |
| t | 13452966 | 6.8% |
| i | 12782451 | 6.4% |
| s | 11550934 | 5.8% |
| p | 9290010 | 4.7% |
| c | 9041262 | 4.6% |
| n | 8534293 | 4.3% |
| Other values (22) | 38721992 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 166921600 | |
| Space Separator | 22724733 | 11.5% |
| Other Punctuation | 4503142 | 2.3% |
| Uppercase Letter | 4060105 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 31206432 | |
| e | 24981675 | |
| o | 15922832 | |
| t | 13452966 | |
| i | 12782451 | |
| s | 11550934 | 6.9% |
| p | 9290010 | 5.6% |
| c | 9041262 | 5.4% |
| n | 8534293 | 5.1% |
| a | 6499774 | 3.9% |
| Other values (11) | 23658971 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2828032 | |
| D | 503415 | 12.4% |
| M | 446633 | 11.0% |
| B | 86205 | 2.1% |
| S | 76153 | 1.9% |
| V | 47098 | 1.2% |
| P | 39936 | 1.0% |
| L | 31575 | 0.8% |
| O | 1058 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 22724733 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4503142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 170981705 | |
| Common | 27227875 | 13.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 31206432 | |
| e | 24981675 | |
| o | 15922832 | |
| t | 13452966 | |
| i | 12782451 | |
| s | 11550934 | 6.8% |
| p | 9290010 | 5.4% |
| c | 9041262 | 5.3% |
| n | 8534293 | 5.0% |
| a | 6499774 | 3.8% |
| Other values (20) | 27719076 |
Common
| Value | Count | Frequency (%) |
| 22724733 | ||
| , | 4503142 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 198209580 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 31206432 | |
| e | 24981675 | |
| 22724733 | ||
| o | 15922832 | |
| t | 13452966 | 6.8% |
| i | 12782451 | 6.4% |
| s | 11550934 | 5.8% |
| p | 9290010 | 4.7% |
| c | 9041262 | 4.6% |
| n | 8534293 | 4.3% |
| Other values (22) | 38721992 |
Sub-product
Text
MISSING 
| Distinct | 81 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 235291 |
| Missing (%) | 5.8% |
| Memory size | 30.7 MiB |
Length
| Max length | 48 |
|---|---|
| Median length | 16 |
| Mean length | 17.986389 |
| Min length | 4 |
Characters and Unicode
| Total characters | 68226672 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Installment loan |
|---|---|
| 2nd row | Credit reporting |
| 3rd row | Credit reporting |
| 4th row | Store credit card |
| 5th row | Credit reporting |
| Value | Count | Frequency (%) |
| credit | 2493249 | |
| reporting | 2158991 | |
| card | 480872 | 5.1% |
| mortgage | 373612 | 4.0% |
| other | 299902 | 3.2% |
| debt | 276648 | 2.9% |
| account | 222131 | 2.4% |
| or | 221277 | 2.3% |
| loan | 216915 | 2.3% |
| checking | 202775 | 2.2% |
| Other values (99) | 2483290 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 9138052 | |
| e | 7983617 | |
| t | 6790900 | |
| i | 5643616 | 8.3% |
| 5636423 | 8.3% | |
| o | 4561357 | 6.7% |
| n | 4292072 | 6.3% |
| d | 3789396 | 5.6% |
| g | 3369469 | 4.9% |
| C | 2696278 | 4.0% |
| Other values (43) | 14325492 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 57862868 | |
| Space Separator | 5636423 | 8.3% |
| Uppercase Letter | 4083048 | 6.0% |
| Other Punctuation | 242512 | 0.4% |
| Dash Punctuation | 192425 | 0.3% |
| Open Punctuation | 104610 | 0.2% |
| Close Punctuation | 104610 | 0.2% |
| Final Punctuation | 176 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 9138052 | |
| e | 7983617 | |
| t | 6790900 | |
| i | 5643616 | |
| o | 4561357 | |
| n | 4292072 | |
| d | 3789396 | |
| g | 3369469 | 5.8% |
| p | 2658396 | 4.6% |
| a | 2364837 | 4.1% |
| Other values (15) | 7271156 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2696278 | |
| O | 309017 | 7.6% |
| G | 179877 | 4.4% |
| I | 144714 | 3.5% |
| M | 134130 | 3.3% |
| A | 107615 | 2.6% |
| F | 94998 | 2.3% |
| H | 78445 | 1.9% |
| S | 65496 | 1.6% |
| L | 56149 | 1.4% |
| Other values (9) | 216329 | 5.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 133572 | |
| , | 89049 | |
| / | 17925 | 7.4% |
| ' | 1966 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 5636423 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 192425 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 104610 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 104610 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 176 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 61945916 | |
| Common | 6280756 | 9.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 9138052 | |
| e | 7983617 | |
| t | 6790900 | |
| i | 5643616 | |
| o | 4561357 | |
| n | 4292072 | 6.9% |
| d | 3789396 | 6.1% |
| g | 3369469 | 5.4% |
| C | 2696278 | 4.4% |
| p | 2658396 | 4.3% |
| Other values (34) | 11022763 |
Common
| Value | Count | Frequency (%) |
| 5636423 | ||
| - | 192425 | 3.1% |
| . | 133572 | 2.1% |
| ( | 104610 | 1.7% |
| ) | 104610 | 1.7% |
| , | 89049 | 1.4% |
| / | 17925 | 0.3% |
| ' | 1966 | < 0.1% |
| ’ | 176 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 68226496 | |
| Punctuation | 176 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 9138052 | |
| e | 7983617 | |
| t | 6790900 | |
| i | 5643616 | 8.3% |
| 5636423 | 8.3% | |
| o | 4561357 | 6.7% |
| n | 4292072 | 6.3% |
| d | 3789396 | 5.6% |
| g | 3369469 | 4.9% |
| C | 2696278 | 4.0% |
| Other values (42) | 14325316 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 176 |
Issue
Text
| Distinct | 172 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.7 MiB |
Length
| Max length | 80 |
|---|---|
| Median length | 63 |
| Mean length | 39.792752 |
| Min length | 4 |
Characters and Unicode
| Total characters | 160306295 |
|---|---|
| Distinct characters | 49 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Problem when making payments |
|---|---|
| 2nd row | Incorrect information on your report |
| 3rd row | Improper use of your report |
| 4th row | Fees or interest |
| 5th row | Problem with a credit reporting company's investigation into an existing problem |
| Value | Count | Frequency (%) |
| your | 1755191 | 7.6% |
| report | 1695376 | 7.3% |
| problem | 1340534 | 5.8% |
| on | 1211000 | 5.2% |
| information | 1153754 | 5.0% |
| incorrect | 1146671 | 4.9% |
| credit | 837659 | 3.6% |
| an | 782069 | 3.4% |
| a | 752868 | 3.2% |
| with | 739774 | 3.2% |
| Other values (242) | 11802426 |
Most occurring characters
| Value | Count | Frequency (%) |
| 19188792 | ||
| o | 17633335 | |
| r | 15735070 | |
| t | 13691377 | 8.5% |
| n | 13042924 | 8.1% |
| e | 12682822 | 7.9% |
| i | 10917061 | 6.8% |
| a | 6976578 | 4.4% |
| c | 6446806 | 4.0% |
| p | 5609440 | 3.5% |
| Other values (39) | 38382090 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 135682703 | |
| Space Separator | 19188792 | 12.0% |
| Uppercase Letter | 4097522 | 2.6% |
| Other Punctuation | 1336193 | 0.8% |
| Dash Punctuation | 1085 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 17633335 | |
| r | 15735070 | |
| t | 13691377 | |
| n | 13042924 | |
| e | 12682822 | |
| i | 10917061 | 8.0% |
| a | 6976578 | 5.1% |
| c | 6446806 | 4.8% |
| p | 5609440 | 4.1% |
| m | 4878390 | 3.6% |
| Other values (15) | 28068900 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 1692878 | |
| P | 768824 | |
| A | 283051 | 6.9% |
| C | 262660 | 6.4% |
| L | 194635 | 4.8% |
| M | 172862 | 4.2% |
| T | 147137 | 3.6% |
| D | 106869 | 2.6% |
| F | 95947 | 2.3% |
| S | 80628 | 2.0% |
| Other values (8) | 292031 | 7.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 697573 | |
| , | 569949 | |
| / | 67346 | 5.0% |
| . | 1325 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 19188792 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1085 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 139780225 | |
| Common | 20526070 | 12.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 17633335 | |
| r | 15735070 | |
| t | 13691377 | |
| n | 13042924 | |
| e | 12682822 | 9.1% |
| i | 10917061 | 7.8% |
| a | 6976578 | 5.0% |
| c | 6446806 | 4.6% |
| p | 5609440 | 4.0% |
| m | 4878390 | 3.5% |
| Other values (33) | 32166422 |
Common
| Value | Count | Frequency (%) |
| 19188792 | ||
| ' | 697573 | 3.4% |
| , | 569949 | 2.8% |
| / | 67346 | 0.3% |
| . | 1325 | < 0.1% |
| - | 1085 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 160306295 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 19188792 | ||
| o | 17633335 | |
| r | 15735070 | |
| t | 13691377 | 8.5% |
| n | 13042924 | 8.1% |
| e | 12682822 | 7.9% |
| i | 10917061 | 6.8% |
| a | 6976578 | 4.4% |
| c | 6446806 | 4.0% |
| p | 5609440 | 3.5% |
| Other values (39) | 38382090 |
Sub-issue
Text
MISSING 
| Distinct | 248 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 715348 |
| Missing (%) | 17.8% |
| Memory size | 30.7 MiB |
Length
| Max length | 145 |
|---|---|
| Median length | 83 |
| Mean length | 38.881701 |
| Min length | 9 |
Characters and Unicode
| Total characters | 128822151 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Account information incorrect |
|---|---|
| 2nd row | Reporting company used your report improperly |
| 3rd row | Charged too much interest |
| 4th row | Their investigation did not fix an error on your report |
| 5th row | Attempted to collect wrong amount |
| Value | Count | Frequency (%) |
| information | 1062112 | 5.3% |
| your | 996501 | 5.0% |
| report | 906798 | 4.5% |
| to | 901711 | 4.5% |
| not | 688665 | 3.4% |
| someone | 684258 | 3.4% |
| else | 684258 | 3.4% |
| belongs | 684258 | 3.4% |
| investigation | 572869 | 2.9% |
| on | 556199 | 2.8% |
| Other values (446) | 12254844 |
Most occurring characters
| Value | Count | Frequency (%) |
| 16679291 | ||
| o | 14131660 | |
| e | 12115536 | 9.4% |
| t | 10307649 | 8.0% |
| n | 10126591 | 7.9% |
| r | 10086882 | 7.8% |
| i | 8273144 | 6.4% |
| s | 5964596 | 4.6% |
| a | 5287274 | 4.1% |
| u | 3477121 | 2.7% |
| Other values (46) | 32372407 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 108075810 | |
| Space Separator | 16679291 | 12.9% |
| Uppercase Letter | 3395719 | 2.6% |
| Other Punctuation | 391679 | 0.3% |
| Decimal Number | 270380 | 0.2% |
| Dash Punctuation | 9272 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 14131660 | |
| e | 12115536 | |
| t | 10307649 | |
| n | 10126591 | |
| r | 10086882 | |
| i | 8273144 | 7.7% |
| s | 5964596 | 5.5% |
| a | 5287274 | 4.9% |
| u | 3477121 | 3.2% |
| m | 3350326 | 3.1% |
| Other values (16) | 24955031 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 880158 | |
| T | 435005 | |
| D | 400971 | |
| R | 388979 | |
| A | 353843 | |
| C | 334658 | 9.9% |
| P | 242597 | 7.1% |
| W | 95616 | 2.8% |
| F | 61246 | 1.8% |
| O | 60220 | 1.8% |
| Other values (11) | 142426 | 4.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 132968 | |
| 0 | 132968 | |
| 8 | 2222 | 0.8% |
| 9 | 2222 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 344586 | |
| , | 29285 | 7.5% |
| / | 17808 | 4.5% |
Space Separator
| Value | Count | Frequency (%) |
| 16679291 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9272 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 111471529 | |
| Common | 17350622 | 13.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 14131660 | |
| e | 12115536 | |
| t | 10307649 | 9.2% |
| n | 10126591 | 9.1% |
| r | 10086882 | 9.0% |
| i | 8273144 | 7.4% |
| s | 5964596 | 5.4% |
| a | 5287274 | 4.7% |
| u | 3477121 | 3.1% |
| m | 3350326 | 3.0% |
| Other values (37) | 28350750 |
Common
| Value | Count | Frequency (%) |
| 16679291 | ||
| ' | 344586 | 2.0% |
| 3 | 132968 | 0.8% |
| 0 | 132968 | 0.8% |
| , | 29285 | 0.2% |
| / | 17808 | 0.1% |
| - | 9272 | 0.1% |
| 8 | 2222 | < 0.1% |
| 9 | 2222 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 128822151 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 16679291 | ||
| o | 14131660 | |
| e | 12115536 | 9.4% |
| t | 10307649 | 8.0% |
| n | 10126591 | 7.9% |
| r | 10086882 | 7.8% |
| i | 8273144 | 6.4% |
| s | 5964596 | 4.6% |
| a | 5287274 | 4.1% |
| u | 3477121 | 2.7% |
| Other values (46) | 32372407 |
Consumer complaint narrative
Text
MISSING 
| Distinct | 1239244 |
|---|---|
| Distinct (%) | 84.9% |
| Missing | 2568404 |
| Missing (%) | 63.8% |
| Memory size | 30.7 MiB |
Length
| Max length | 32616 |
|---|---|
| Median length | 17999 |
| Mean length | 1030.8442 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1505162460 |
|---|---|
| Distinct characters | 130 |
| Distinct categories | 19 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 5 ? |
Unique
| Unique | 1162008 ? |
|---|---|
| Unique (%) | 79.6% |
Sample
| 1st row | I do not have any knowledge of applying for a credit card with XXXX. Nor do I have a contract with the debt collector. I demand this inquiry be removed from my credit report. |
|---|---|
| 2nd row | Checking account opened XX/XX/XXXX. I am a previous customer of BMO Harris ( last account closed XX/XX/XXXX ) and have existing login credentials. I attempted to log into my new account on XX/XX/XXXX using my existing login credentials and kept getting a message that my credentials weren't matching what they had on file. I called and spoke with CSR XXXX on XX/XX/XXXX. XXXX advised that I couldn't access my online account because my initial deposit hadn't yet hit the account, and to give it a couple days ; once my account was funded, I'd be able to access it. When I was still unable to access it on XX/XX/XXXX, I called again and spoke with CSR XXXX on XX/XX/XXXX. He looked into it and couldn't determine what the problem was ; he said he would open a ticket with their tech department and he would call me back in 2-3 business days to let me know the status. I never heard from him again. On XX/XX/XXXX, I called again, this time requesting to speak to a manager. I was transferred to, and spoke with, XXXX XXXX ( her phone number is XXXX ). She also could not determine what the problem was in my accessing the account ; she said she would submit an expedited request with the tech team and she assured me that she would call me back by the end of that day. I never heard from her again. I left voice mail messages for XXXX on XX/XX/XXXX, XX/XX/XXXX, and XX/XX/XXXX and never received a return call. As of this morning, I still can not access my online account, although two deposits have been made ( one of which is a payroll direct deposit ). |
| 3rd row | I had workable credit card business relationship with Aspire credit card co. I sought to close my cc acct back in XXXX of XXXX. I contacted Aspire by phone, made full payment to close this credit card. It took Aspire over one month to withdraw the final payment. Subsequently my closed Aspire cc incurred a penalty fee of {$190.00}. They sold it to a collections agency, XXXX XXXX and profited off this. XXXX XXXX has humanely worked with me but expect a XXXX payment. This should be a XXXX balance without profiting off collection sale of my cc account. |
| 4th row | In accordance with the Fair Credit Reporting act. The List of accounts below has violated my federally protected consumer rights to privacy and confidentiality under 15 USC 1681. XXXX XXXX XXXX, XXXX XXXX XXXX XXXX XXXX, XXXX XXXX XXXX XXXX XXXX XXXX, has violated my rights. 15 U.S.C 1681 section 602 A. States I have the right to privacy. 15 U.S.C 1681 Section 604 A Section 2 : It also states a consumer reporting agency can not furnish a account without my written instructions 15 U.S.C 1681c. ( a ) ( 5 ) Section States : no consumer reporting agency may make any consumer report containing any of the following items of information Any other adverse item of information, other than records of convictions of crimes which antedates the report by more than seven years. 15 U.S.C. 1681s-2 ( A ) ( 1 ) A person shall not furnish any information relating to a consumer to any consumer reporting agency if the person knows or has reasonable cause to believe that the information is inaccurate. |
| 5th row | My name is XXXX XXXX XXXX XXXX this complaint is not made in error neither is it being made by a third party.I declare under penalty of perjury I am alleging that a person or company- without my authorization- from unauthorized use of my social security number and card used my personal identifying information to apply for goods, services, or money ; and, was successful in creating some accounts. I have no knowledge of this and All is being investigated by the FTC. |
| Value | Count | Frequency (%) |
| xxxx | 16726665 | 6.2% |
| the | 10678845 | 4.0% |
| to | 8583026 | 3.2% |
| i | 8524732 | 3.2% |
| 7326672 | 2.7% | |
| and | 6777435 | 2.5% |
| my | 5533615 | 2.0% |
| a | 5531303 | 2.0% |
| of | 4801245 | 1.8% |
| that | 3782104 | 1.4% |
| Other values (348946) | 192021867 |
Most occurring characters
| Value | Count | Frequency (%) |
| 269870005 | ||
| e | 127845192 | 8.5% |
| t | 103812614 | 6.9% |
| a | 86110183 | 5.7% |
| X | 84517321 | 5.6% |
| o | 79771219 | 5.3% |
| n | 77841701 | 5.2% |
| i | 71396820 | 4.7% |
| r | 62670696 | 4.2% |
| s | 55970952 | 3.7% |
| Other values (120) | 485355757 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1026996151 | |
| Space Separator | 269870477 | 17.9% |
| Uppercase Letter | 147508769 | 9.8% |
| Other Punctuation | 31230063 | 2.1% |
| Decimal Number | 17268463 | 1.1% |
| Control | 3366197 | 0.2% |
| Close Punctuation | 3164024 | 0.2% |
| Open Punctuation | 3090328 | 0.2% |
| Currency Symbol | 1301139 | 0.1% |
| Dash Punctuation | 1169957 | 0.1% |
| Other values (9) | 196892 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 127845192 | |
| t | 103812614 | 10.1% |
| a | 86110183 | 8.4% |
| o | 79771219 | 7.8% |
| n | 77841701 | 7.6% |
| i | 71396820 | 7.0% |
| r | 62670696 | 6.1% |
| s | 55970952 | 5.4% |
| d | 45449620 | 4.4% |
| h | 44880667 | 4.4% |
| Other values (17) | 271246487 |
Uppercase Letter
| Value | Count | Frequency (%) |
| X | 84517321 | |
| I | 12086117 | 8.2% |
| T | 6095525 | 4.1% |
| A | 5428177 | 3.7% |
| C | 4367773 | 3.0% |
| E | 4293203 | 2.9% |
| S | 3949723 | 2.7% |
| O | 3197014 | 2.2% |
| N | 3040971 | 2.1% |
| R | 2839301 | 1.9% |
| Other values (16) | 17693644 | 12.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14576506 | |
| , | 7135723 | |
| / | 4499957 | 14.4% |
| ' | 1816268 | 5.8% |
| : | 1211168 | 3.9% |
| ! | 364679 | 1.2% |
| " | 345370 | 1.1% |
| ; | 335049 | 1.1% |
| # | 334645 | 1.1% |
| ? | 228300 | 0.7% |
| Other values (8) | 382398 | 1.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6226175 | |
| 1 | 3277279 | |
| 2 | 2165337 | 12.5% |
| 6 | 1468341 | 8.5% |
| 5 | 1158729 | 6.7% |
| 3 | 831753 | 4.8% |
| 8 | 791387 | 4.6% |
| 4 | 566267 | 3.3% |
| 9 | 467277 | 2.7% |
| 7 | 315918 | 1.8% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 27507 | |
| = | 23836 | |
| > | 21944 | |
| < | 13663 | |
| | | 9411 | 9.3% |
| ~ | 4673 | 4.6% |
| − | 6 | < 0.1% |
| ⦁ | 2 | < 0.1% |
Control
| Value | Count | Frequency (%) |
| 3354447 | ||
| 11731 | 0.3% | |
| | 8 | < 0.1% |
| | 8 | < 0.1% |
| | 2 | < 0.1% |
| | 1 | < 0.1% |
Private Use
| Value | Count | Frequency (%) |
| | 17 | |
| | 10 | |
| | 3 | 8.8% |
| | 2 | 5.9% |
| | 1 | 2.9% |
| | 1 | 2.9% |
Space Separator
| Value | Count | Frequency (%) |
| 269870005 | ||
| 464 | < 0.1% | |
| 5 | < 0.1% | |
| 2 | < 0.1% | |
| 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1169573 | |
| — | 223 | < 0.1% |
| – | 160 | < 0.1% |
| ‐ | 1 | < 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1887593 | |
| } | 1242911 | |
| ] | 33520 | 1.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1813571 | |
| { | 1243349 | |
| [ | 33408 | 1.1% |
Format
| Value | Count | Frequency (%) |
| | 5 | |
| | 3 | |
| | 1 | 11.1% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1823 | |
| ^ | 1587 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1166 | |
| ” | 494 |
Initial Punctuation
| Value | Count | Frequency (%) |
| “ | 516 | |
| ‘ | 24 | 4.4% |
Other Symbol
| Value | Count | Frequency (%) |
| ¦ | 2 | |
| ® | 2 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 1301139 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 90180 |
Other Number
| Value | Count | Frequency (%) |
| ½ | 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1174504920 | |
| Common | 330657506 | 22.0% |
| Unknown | 34 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 269870005 | ||
| . | 14576506 | 4.4% |
| , | 7135723 | 2.2% |
| 0 | 6226175 | 1.9% |
| / | 4499957 | 1.4% |
| 3354447 | 1.0% | |
| 1 | 3277279 | 1.0% |
| 2 | 2165337 | 0.7% |
| ) | 1887593 | 0.6% |
| ' | 1816268 | 0.5% |
| Other values (61) | 15848216 | 4.8% |
Latin
| Value | Count | Frequency (%) |
| e | 127845192 | 10.9% |
| t | 103812614 | 8.8% |
| a | 86110183 | 7.3% |
| X | 84517321 | 7.2% |
| o | 79771219 | 6.8% |
| n | 77841701 | 6.6% |
| i | 71396820 | 6.1% |
| r | 62670696 | 5.3% |
| s | 55970952 | 4.8% |
| d | 45449620 | 3.9% |
| Other values (43) | 379118602 |
Unknown
| Value | Count | Frequency (%) |
| | 17 | |
| | 10 | |
| | 3 | 8.8% |
| | 2 | 5.9% |
| | 1 | 2.9% |
| | 1 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1505158853 | |
| Punctuation | 2904 | < 0.1% |
| None | 663 | < 0.1% |
| PUA | 34 | < 0.1% |
| Math Operators | 6 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 269870005 | ||
| e | 127845192 | 8.5% |
| t | 103812614 | 6.9% |
| a | 86110183 | 5.7% |
| X | 84517321 | 5.6% |
| o | 79771219 | 5.3% |
| n | 77841701 | 5.2% |
| i | 71396820 | 4.7% |
| r | 62670696 | 4.2% |
| s | 55970952 | 3.7% |
| Other values (88) | 485352150 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1166 | |
| “ | 516 | |
| ” | 494 | |
| • | 275 | 9.5% |
| — | 223 | 7.7% |
| – | 160 | 5.5% |
| … | 28 | 1.0% |
| ‘ | 24 | 0.8% |
| 5 | 0.2% | |
| | 5 | 0.2% |
| Other values (5) | 8 | 0.3% |
None
| Value | Count | Frequency (%) |
| 464 | ||
| § | 166 | 25.0% |
| ½ | 13 | 2.0% |
| | 8 | 1.2% |
| é | 3 | 0.5% |
| ⦁ | 2 | 0.3% |
| ¦ | 2 | 0.3% |
| ® | 2 | 0.3% |
| | 2 | 0.3% |
| | 1 | 0.2% |
PUA
| Value | Count | Frequency (%) |
| | 17 | |
| | 10 | |
| | 3 | 8.8% |
| | 2 | 5.9% |
| | 1 | 2.9% |
| | 1 | 2.9% |
Math Operators
| Value | Count | Frequency (%) |
| − | 6 |
Company public response
Categorical
IMBALANCE  MISSING 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2168295 |
| Missing (%) | 53.8% |
| Memory size | 30.7 MiB |
| Company has responded to the consumer and the CFPB and chooses not to provide a public response | |
|---|---|
| Company believes it acted appropriately as authorized by contract or law | 126657 |
| Company chooses not to provide a public response | 52473 |
| Company believes the complaint is the result of a misunderstanding | 12312 |
| Company disputes the facts presented in the complaint | 10035 |
| Other values (6) | 25851 |
Length
| Max length | 119 |
|---|---|
| Median length | 95 |
| Mean length | 91.570364 |
| Min length | 48 |
Characters and Unicode
| Total characters | 170342396 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Company has responded to the consumer and the CFPB and chooses not to provide a public response |
|---|---|
| 2nd row | Company has responded to the consumer and the CFPB and chooses not to provide a public response |
| 3rd row | Company has responded to the consumer and the CFPB and chooses not to provide a public response |
| 4th row | Company has responded to the consumer and the CFPB and chooses not to provide a public response |
| 5th row | Company believes it acted appropriately as authorized by contract or law |
Common Values
| Value | Count | Frequency (%) |
| Company has responded to the consumer and the CFPB and chooses not to provide a public response | 1632907 | |
| Company believes it acted appropriately as authorized by contract or law | 126657 | 3.1% |
| Company chooses not to provide a public response | 52473 | 1.3% |
| Company believes the complaint is the result of a misunderstanding | 12312 | 0.3% |
| Company disputes the facts presented in the complaint | 10035 | 0.2% |
| Company believes complaint caused principally by actions of third party outside the control or direction of the company | 7509 | 0.2% |
| Company believes complaint is the result of an isolated error | 6068 | 0.2% |
| Company believes complaint represents an opportunity for improvement to better serve consumers | 4562 | 0.1% |
| Company can't verify or dispute the facts in the complaint | 4181 | 0.1% |
| Company believes the complaint provided an opportunity to answer consumer's questions | 3423 | 0.1% |
| (Missing) | 2168295 |
Length
| Value | Count | Frequency (%) |
| the | 3343379 | |
| to | 3326380 | |
| and | 3265814 | 10.8% |
| company | 1867744 | 6.2% |
| a | 1697800 | 5.6% |
| provide | 1685380 | 5.6% |
| response | 1685380 | 5.6% |
| public | 1685380 | 5.6% |
| chooses | 1685380 | 5.6% |
| not | 1685380 | 5.6% |
| Other values (52) | 8178942 |
Most occurring characters
| Value | Count | Frequency (%) |
| 28246724 | ||
| o | 17576790 | |
| e | 16019217 | 9.4% |
| s | 12106159 | 7.1% |
| n | 12086600 | 7.1% |
| a | 9483459 | 5.6% |
| t | 9325598 | 5.5% |
| p | 9060471 | 5.3% |
| d | 8562471 | 5.0% |
| r | 7432826 | 4.4% |
| Other values (19) | 40442081 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 133696205 | |
| Space Separator | 28246724 | 16.6% |
| Uppercase Letter | 8391863 | 4.9% |
| Other Punctuation | 7604 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 17576790 | |
| e | 16019217 | |
| s | 12106159 | |
| n | 12086600 | |
| a | 9483459 | 7.1% |
| t | 9325598 | 7.0% |
| p | 9060471 | 6.8% |
| d | 8562471 | 6.4% |
| r | 7432826 | 5.6% |
| h | 6795832 | 5.1% |
| Other values (13) | 25246782 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3493142 | |
| F | 1632907 | |
| P | 1632907 | |
| B | 1632907 |
Space Separator
| Value | Count | Frequency (%) |
| 28246724 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 7604 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 142088068 | |
| Common | 28254328 | 16.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 17576790 | |
| e | 16019217 | |
| s | 12106159 | 8.5% |
| n | 12086600 | 8.5% |
| a | 9483459 | 6.7% |
| t | 9325598 | 6.6% |
| p | 9060471 | 6.4% |
| d | 8562471 | 6.0% |
| r | 7432826 | 5.2% |
| h | 6795832 | 4.8% |
| Other values (17) | 33638645 |
Common
| Value | Count | Frequency (%) |
| 28246724 | ||
| ' | 7604 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 170342396 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 28246724 | ||
| o | 17576790 | |
| e | 16019217 | 9.4% |
| s | 12106159 | 7.1% |
| n | 12086600 | 7.1% |
| a | 9483459 | 5.6% |
| t | 9325598 | 5.5% |
| p | 9060471 | 5.3% |
| d | 8562471 | 5.0% |
| r | 7432826 | 4.4% |
| Other values (19) | 40442081 |
Company
Text
| Distinct | 6909 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.7 MiB |
Length
| Max length | 88 |
|---|---|
| Median length | 82 |
| Mean length | 26.272977 |
| Min length | 3 |
Characters and Unicode
| Total characters | 105841476 |
|---|---|
| Distinct characters | 84 |
| Distinct categories | 11 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 1361 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | OneMain Finance Corporation |
|---|---|
| 2nd row | Experian Information Solutions Inc. |
| 3rd row | Maximus Education, LLC dba Aidvantage |
| 4th row | CITIBANK, N.A. |
| 5th row | FORD MOTOR CREDIT CO. |
| Value | Count | Frequency (%) |
| inc | 2578789 | |
| holdings | 798561 | 5.9% |
| equifax | 766683 | 5.6% |
| solutions | 688499 | 5.0% |
| intermediate | 686100 | 5.0% |
| transunion | 681580 | 5.0% |
| information | 632917 | 4.6% |
| experian | 625425 | 4.6% |
| financial | 345565 | 2.5% |
| llc | 284748 | 2.1% |
| Other values (5623) | 5559072 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9618539 | 9.1% | |
| I | 8828965 | 8.3% |
| N | 7718429 | 7.3% |
| A | 5672474 | 5.4% |
| E | 4801942 | 4.5% |
| n | 4791785 | 4.5% |
| C | 4159158 | 3.9% |
| O | 3834939 | 3.6% |
| S | 3630251 | 3.4% |
| o | 3588799 | 3.4% |
| Other values (74) | 49196195 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 60477593 | |
| Lowercase Letter | 30052007 | |
| Space Separator | 9619561 | 9.1% |
| Other Punctuation | 5646993 | 5.3% |
| Open Punctuation | 15819 | < 0.1% |
| Close Punctuation | 15819 | < 0.1% |
| Dash Punctuation | 8095 | < 0.1% |
| Decimal Number | 5491 | < 0.1% |
| Final Punctuation | 50 | < 0.1% |
| Math Symbol | 46 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 4791785 | |
| o | 3588799 | |
| i | 3143413 | |
| a | 2440959 | |
| r | 2185622 | |
| e | 2084557 | 6.9% |
| t | 2084333 | 6.9% |
| c | 1577410 | 5.2% |
| s | 1374678 | 4.6% |
| l | 1322148 | 4.4% |
| Other values (18) | 5458303 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 8828965 | |
| N | 7718429 | |
| A | 5672474 | |
| E | 4801942 | 7.9% |
| C | 4159158 | 6.9% |
| O | 3834939 | 6.3% |
| S | 3630251 | 6.0% |
| T | 3310043 | 5.5% |
| R | 2951304 | 4.9% |
| L | 2399425 | 4.0% |
| Other values (16) | 13170663 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3062191 | |
| , | 2277033 | |
| & | 277313 | 4.9% |
| / | 25483 | 0.5% |
| ' | 4378 | 0.1% |
| * | 323 | < 0.1% |
| " | 240 | < 0.1% |
| : | 28 | < 0.1% |
| \ | 2 | < 0.1% |
| ! | 2 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1895 | |
| 1 | 1858 | |
| 8 | 520 | 9.5% |
| 3 | 277 | 5.0% |
| 4 | 245 | 4.5% |
| 6 | 215 | 3.9% |
| 0 | 200 | 3.6% |
| 9 | 199 | 3.6% |
| 5 | 61 | 1.1% |
| 7 | 21 | 0.4% |
Space Separator
| Value | Count | Frequency (%) |
| 9618539 | ||
| 1022 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7964 | |
| — | 131 | 1.6% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 28 | |
| | | 18 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 15819 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 15819 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 50 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 90529600 | |
| Common | 15311876 | 14.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 8828965 | 9.8% |
| N | 7718429 | 8.5% |
| A | 5672474 | 6.3% |
| E | 4801942 | 5.3% |
| n | 4791785 | 5.3% |
| C | 4159158 | 4.6% |
| O | 3834939 | 4.2% |
| S | 3630251 | 4.0% |
| o | 3588799 | 4.0% |
| T | 3310043 | 3.7% |
| Other values (44) | 40192815 |
Common
| Value | Count | Frequency (%) |
| 9618539 | ||
| . | 3062191 | 20.0% |
| , | 2277033 | 14.9% |
| & | 277313 | 1.8% |
| / | 25483 | 0.2% |
| ( | 15819 | 0.1% |
| ) | 15819 | 0.1% |
| - | 7964 | 0.1% |
| ' | 4378 | < 0.1% |
| 2 | 1895 | < 0.1% |
| Other values (20) | 5442 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 105839933 | |
| None | 1362 | < 0.1% |
| Punctuation | 181 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9618539 | 9.1% | |
| I | 8828965 | 8.3% |
| N | 7718429 | 7.3% |
| A | 5672474 | 5.4% |
| E | 4801942 | 4.5% |
| n | 4791785 | 4.5% |
| C | 4159158 | 3.9% |
| O | 3834939 | 3.6% |
| S | 3630251 | 3.4% |
| o | 3588799 | 3.4% |
| Other values (69) | 49194652 |
None
| Value | Count | Frequency (%) |
| 1022 | ||
| à | 339 | 24.9% |
| é | 1 | 0.1% |
Punctuation
| Value | Count | Frequency (%) |
| — | 131 | |
| ’ | 50 | 27.6% |
State
Text
MISSING 
| Distinct | 63 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 43121 |
| Missing (%) | 1.1% |
| Memory size | 30.7 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 2 |
| Mean length | 2.0030115 |
| Min length | 2 |
Characters and Unicode
| Total characters | 7982820 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NC |
|---|---|
| 2nd row | GA |
| 3rd row | OH |
| 4th row | KY |
| 5th row | FL |
| Value | Count | Frequency (%) |
| ca | 471202 | 11.8% |
| fl | 464118 | 11.6% |
| tx | 411218 | 10.3% |
| ga | 267910 | 6.7% |
| ny | 258490 | 6.5% |
| pa | 187765 | 4.7% |
| il | 160862 | 4.0% |
| nj | 135529 | 3.4% |
| nc | 132215 | 3.3% |
| md | 106871 | 2.7% |
| Other values (57) | 1390641 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1401948 | |
| C | 774065 | |
| L | 771167 | |
| N | 768305 | |
| T | 551156 | 6.9% |
| F | 464233 | 5.8% |
| X | 411218 | 5.2% |
| M | 399750 | 5.0% |
| I | 368746 | 4.6% |
| Y | 283309 | 3.5% |
| Other values (15) | 1788923 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 7981408 | |
| Space Separator | 1412 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1401948 | |
| C | 774065 | |
| L | 771167 | |
| N | 768305 | |
| T | 551156 | 6.9% |
| F | 464233 | 5.8% |
| X | 411218 | 5.2% |
| M | 399750 | 5.0% |
| I | 368746 | 4.6% |
| Y | 283309 | 3.5% |
| Other values (14) | 1787511 |
Space Separator
| Value | Count | Frequency (%) |
| 1412 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7981408 | |
| Common | 1412 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 1401948 | |
| C | 774065 | |
| L | 771167 | |
| N | 768305 | |
| T | 551156 | 6.9% |
| F | 464233 | 5.8% |
| X | 411218 | 5.2% |
| M | 399750 | 5.0% |
| I | 368746 | 4.6% |
| Y | 283309 | 3.5% |
| Other values (14) | 1787511 |
Common
| Value | Count | Frequency (%) |
| 1412 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7982820 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 1401948 | |
| C | 774065 | |
| L | 771167 | |
| N | 768305 | |
| T | 551156 | 6.9% |
| F | 464233 | 5.8% |
| X | 411218 | 5.2% |
| M | 399750 | 5.0% |
| I | 368746 | 4.6% |
| Y | 283309 | 3.5% |
| Other values (15) | 1788923 |
ZIP code
Text
| Distinct | 33059 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 30208 |
| Missing (%) | 0.7% |
| Memory size | 30.7 MiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 19991610 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5960 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 27407 |
|---|---|
| 2nd row | 30318 |
| 3rd row | 43035 |
| 4th row | 41018 |
| 5th row | 336XX |
| Value | Count | Frequency (%) |
| xxxxx | 100549 | 2.5% |
| 30349 | 7164 | 0.2% |
| 35405 | 5616 | 0.1% |
| 19143 | 5341 | 0.1% |
| 33025 | 5144 | 0.1% |
| 77449 | 5051 | 0.1% |
| 33311 | 4726 | 0.1% |
| 604xx | 4641 | 0.1% |
| 19120 | 4626 | 0.1% |
| 30331 | 4514 | 0.1% |
| Other values (33050) | 3850951 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2869793 | |
| 3 | 2537205 | |
| 1 | 2430797 | |
| 2 | 2151054 | |
| 7 | 1734932 | |
| 4 | 1604407 | |
| 9 | 1440240 | |
| 5 | 1385922 | |
| 6 | 1368121 | |
| 8 | 1301452 | |
| Other values (11) | 1167687 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18823923 | |
| Uppercase Letter | 1167611 | 5.8% |
| Dash Punctuation | 57 | < 0.1% |
| Other Punctuation | 7 | < 0.1% |
| Modifier Symbol | 3 | < 0.1% |
| Currency Symbol | 3 | < 0.1% |
| Open Punctuation | 3 | < 0.1% |
| Math Symbol | 2 | < 0.1% |
| Space Separator | 1 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2869793 | |
| 3 | 2537205 | |
| 1 | 2430797 | |
| 2 | 2151054 | |
| 7 | 1734932 | |
| 4 | 1604407 | |
| 9 | 1440240 | |
| 5 | 1385922 | |
| 6 | 1368121 | |
| 8 | 1301452 |
Other Punctuation
| Value | Count | Frequency (%) |
| * | 3 | |
| / | 2 | |
| . | 1 | 14.3% |
| ! | 1 | 14.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| X | 1167611 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 57 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 3 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 3 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18823999 | |
| Latin | 1167611 | 5.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2869793 | |
| 3 | 2537205 | |
| 1 | 2430797 | |
| 2 | 2151054 | |
| 7 | 1734932 | |
| 4 | 1604407 | |
| 9 | 1440240 | |
| 5 | 1385922 | |
| 6 | 1368121 | |
| 8 | 1301452 | |
| Other values (10) | 76 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| X | 1167611 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19991610 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2869793 | |
| 3 | 2537205 | |
| 1 | 2430797 | |
| 2 | 2151054 | |
| 7 | 1734932 | |
| 4 | 1604407 | |
| 9 | 1440240 | |
| 5 | 1385922 | |
| 6 | 1368121 | |
| 8 | 1301452 | |
| Other values (11) | 1167687 |
Tags
Categorical
MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3605729 |
| Missing (%) | 89.5% |
| Memory size | 30.7 MiB |
| Servicemember | |
|---|---|
| Older American | |
| Older American, Servicemember |
Length
| Max length | 29 |
|---|---|
| Median length | 13 |
| Mean length | 14.656011 |
| Min length | 13 |
Characters and Unicode
| Total characters | 6196576 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Servicemember |
|---|---|
| 2nd row | Older American |
| 3rd row | Servicemember |
| 4th row | Servicemember |
| 5th row | Servicemember |
Common Values
| Value | Count | Frequency (%) |
| Servicemember | 244428 | 6.1% |
| Older American | 143587 | 3.6% |
| Older American, Servicemember | 34786 | 0.9% |
| (Missing) | 3605729 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| servicemember | 279214 | |
| older | 178373 | |
| american | 178373 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1473602 | |
| r | 915174 | |
| m | 736801 | |
| i | 457587 | 7.4% |
| c | 457587 | 7.4% |
| S | 279214 | 4.5% |
| v | 279214 | 4.5% |
| b | 279214 | 4.5% |
| 213159 | 3.4% | |
| O | 178373 | 2.9% |
| Other values (6) | 926651 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5312671 | |
| Uppercase Letter | 635960 | 10.3% |
| Space Separator | 213159 | 3.4% |
| Other Punctuation | 34786 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1473602 | |
| r | 915174 | |
| m | 736801 | |
| i | 457587 | 8.6% |
| c | 457587 | 8.6% |
| v | 279214 | 5.3% |
| b | 279214 | 5.3% |
| l | 178373 | 3.4% |
| d | 178373 | 3.4% |
| a | 178373 | 3.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 279214 | |
| O | 178373 | |
| A | 178373 |
Space Separator
| Value | Count | Frequency (%) |
| 213159 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 34786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5948631 | |
| Common | 247945 | 4.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1473602 | |
| r | 915174 | |
| m | 736801 | |
| i | 457587 | 7.7% |
| c | 457587 | 7.7% |
| S | 279214 | 4.7% |
| v | 279214 | 4.7% |
| b | 279214 | 4.7% |
| O | 178373 | 3.0% |
| l | 178373 | 3.0% |
| Other values (4) | 713492 |
Common
| Value | Count | Frequency (%) |
| 213159 | ||
| , | 34786 | 14.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6196576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1473602 | |
| r | 915174 | |
| m | 736801 | |
| i | 457587 | 7.4% |
| c | 457587 | 7.4% |
| S | 279214 | 4.5% |
| v | 279214 | 4.5% |
| b | 279214 | 4.5% |
| 213159 | 3.4% | |
| O | 178373 | 2.9% |
| Other values (6) | 926651 |
Consumer consent provided?
Categorical
MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 896805 |
| Missing (%) | 22.3% |
| Memory size | 30.7 MiB |
| Consent not provided | |
|---|---|
| Consent provided | |
| Other | 146024 |
| Consent withdrawn | 7213 |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 17.427845 |
| Min length | 5 |
Characters and Unicode
| Total characters | 54579217 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Consent not provided |
|---|---|
| 2nd row | Other |
| 3rd row | Consent provided |
| 4th row | Consent provided |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Consent not provided | 1517667 | |
| Consent provided | 1460821 | |
| Other | 146024 | 3.6% |
| Consent withdrawn | 7213 | 0.2% |
| (Missing) | 896805 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| consent | 2985701 | |
| provided | 2978488 | |
| not | 1517667 | |
| other | 146024 | 1.9% |
| withdrawn | 7213 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 7496282 | |
| o | 7481856 | |
| e | 6110213 | |
| d | 5964189 | |
| t | 4656605 | |
| 4503368 | ||
| r | 3131725 | |
| C | 2985701 | 5.5% |
| s | 2985701 | 5.5% |
| i | 2985701 | 5.5% |
| Other values (6) | 6277876 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 46944124 | |
| Space Separator | 4503368 | 8.3% |
| Uppercase Letter | 3131725 | 5.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 7496282 | |
| o | 7481856 | |
| e | 6110213 | |
| d | 5964189 | |
| t | 4656605 | |
| r | 3131725 | |
| s | 2985701 | 6.4% |
| i | 2985701 | 6.4% |
| p | 2978488 | 6.3% |
| v | 2978488 | 6.3% |
| Other values (3) | 174876 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2985701 | |
| O | 146024 | 4.7% |
Space Separator
| Value | Count | Frequency (%) |
| 4503368 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50075849 | |
| Common | 4503368 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 7496282 | |
| o | 7481856 | |
| e | 6110213 | |
| d | 5964189 | |
| t | 4656605 | |
| r | 3131725 | |
| C | 2985701 | 6.0% |
| s | 2985701 | 6.0% |
| i | 2985701 | 6.0% |
| p | 2978488 | 5.9% |
| Other values (5) | 3299388 |
Common
| Value | Count | Frequency (%) |
| 4503368 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54579217 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 7496282 | |
| o | 7481856 | |
| e | 6110213 | |
| d | 5964189 | |
| t | 4656605 | |
| 4503368 | ||
| r | 3131725 | |
| C | 2985701 | 5.5% |
| s | 2985701 | 5.5% |
| i | 2985701 | 5.5% |
| Other values (6) | 6277876 |
Submitted via
Categorical
IMBALANCE 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.7 MiB |
| Web | |
|---|---|
| Referral | 242366 |
| Phone | 164988 |
| Postal mail | 90089 |
| Fax | 25658 |
| Other values (2) | 1663 |
Length
| Max length | 12 |
|---|---|
| Median length | 3 |
| Mean length | 3.5646005 |
| Min length | 3 |
Characters and Unicode
| Total characters | 14360100 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Web |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Phone |
| 5th row | Web |
Common Values
| Value | Count | Frequency (%) |
| Web | 3503766 | |
| Referral | 242366 | 6.0% |
| Phone | 164988 | 4.1% |
| Postal mail | 90089 | 2.2% |
| Fax | 25658 | 0.6% |
| Web Referral | 1238 | < 0.1% |
| 425 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| web | 3505004 | |
| referral | 243604 | 5.9% |
| phone | 164988 | 4.0% |
| postal | 90089 | 2.2% |
| 90089 | 2.2% | |
| fax | 25658 | 0.6% |
| 425 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4157200 | |
| W | 3505004 | |
| b | 3505004 | |
| r | 487208 | 3.4% |
| a | 449865 | 3.1% |
| l | 424207 | 3.0% |
| P | 255077 | 1.8% |
| o | 255077 | 1.8% |
| f | 243604 | 1.7% |
| R | 243604 | 1.7% |
| Other values (10) | 834250 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10239005 | |
| Uppercase Letter | 4029768 | 28.1% |
| Space Separator | 91327 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4157200 | |
| b | 3505004 | |
| r | 487208 | 4.8% |
| a | 449865 | 4.4% |
| l | 424207 | 4.1% |
| o | 255077 | 2.5% |
| f | 243604 | 2.4% |
| h | 164988 | 1.6% |
| n | 164988 | 1.6% |
| m | 90514 | 0.9% |
| Other values (4) | 296350 | 2.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 3505004 | |
| P | 255077 | 6.3% |
| R | 243604 | 6.0% |
| F | 25658 | 0.6% |
| E | 425 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 91327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14268773 | |
| Common | 91327 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4157200 | |
| W | 3505004 | |
| b | 3505004 | |
| r | 487208 | 3.4% |
| a | 449865 | 3.2% |
| l | 424207 | 3.0% |
| P | 255077 | 1.8% |
| o | 255077 | 1.8% |
| f | 243604 | 1.7% |
| R | 243604 | 1.7% |
| Other values (9) | 742923 | 5.2% |
Common
| Value | Count | Frequency (%) |
| 91327 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14360100 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4157200 | |
| W | 3505004 | |
| b | 3505004 | |
| r | 487208 | 3.4% |
| a | 449865 | 3.1% |
| l | 424207 | 3.0% |
| P | 255077 | 1.8% |
| o | 255077 | 1.8% |
| f | 243604 | 1.7% |
| R | 243604 | 1.7% |
| Other values (10) | 834250 | 5.8% |
| Distinct | 4244 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.7 MiB |
| Minimum | 2011-12-01 00:00:00 |
|---|---|
| Maximum | 2023-09-05 00:00:00 |
Company response to consumer
Categorical
IMBALANCE 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 30.7 MiB |
| Closed with explanation | |
|---|---|
| Closed with non-monetary relief | |
| Closed with monetary relief | 137963 |
| In progress | 110474 |
| Closed without relief | 17868 |
| Other values (3) | 32275 |
Length
| Max length | 31 |
|---|---|
| Median length | 23 |
| Mean length | 24.283199 |
| Min length | 6 |
Characters and Unicode
| Total characters | 97825476 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Closed with explanation |
|---|---|
| 2nd row | Closed with non-monetary relief |
| 3rd row | Closed with explanation |
| 4th row | Closed with explanation |
| 5th row | In progress |
Common Values
| Value | Count | Frequency (%) |
| Closed with explanation | 2934815 | |
| Closed with non-monetary relief | 795130 | 19.7% |
| Closed with monetary relief | 137963 | 3.4% |
| In progress | 110474 | 2.7% |
| Closed without relief | 17868 | 0.4% |
| Closed | 17611 | 0.4% |
| Untimely response | 9360 | 0.2% |
| Closed with relief | 5304 | 0.1% |
| (Missing) | 5 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| closed | 3908691 | |
| with | 3873212 | |
| explanation | 2934815 | |
| relief | 956265 | 7.4% |
| non-monetary | 795130 | 6.2% |
| monetary | 137963 | 1.1% |
| in | 110474 | 0.9% |
| progress | 110474 | 0.9% |
| without | 17868 | 0.1% |
| untimely | 9360 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9827683 | |
| 8835087 | 9.0% | |
| o | 8709431 | 8.9% |
| n | 8522177 | 8.7% |
| l | 7809131 | 8.0% |
| i | 7791520 | 8.0% |
| t | 7786216 | 8.0% |
| a | 6802723 | 7.0% |
| s | 4148359 | 4.2% |
| C | 3908691 | 4.0% |
| Other values (14) | 23684458 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 84166734 | |
| Space Separator | 8835087 | 9.0% |
| Uppercase Letter | 4028525 | 4.1% |
| Dash Punctuation | 795130 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9827683 | |
| o | 8709431 | |
| n | 8522177 | |
| l | 7809131 | |
| i | 7791520 | |
| t | 7786216 | |
| a | 6802723 | |
| s | 4148359 | 4.9% |
| d | 3908691 | 4.6% |
| w | 3891080 | 4.6% |
| Other values (9) | 14969723 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3908691 | |
| I | 110474 | 2.7% |
| U | 9360 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 8835087 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 795130 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 88195259 | |
| Common | 9630217 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9827683 | |
| o | 8709431 | |
| n | 8522177 | |
| l | 7809131 | |
| i | 7791520 | |
| t | 7786216 | |
| a | 6802723 | 7.7% |
| s | 4148359 | 4.7% |
| C | 3908691 | 4.4% |
| d | 3908691 | 4.4% |
| Other values (12) | 18980637 |
Common
| Value | Count | Frequency (%) |
| 8835087 | ||
| - | 795130 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 97825476 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 9827683 | |
| 8835087 | 9.0% | |
| o | 8709431 | 8.9% |
| n | 8522177 | 8.7% |
| l | 7809131 | 8.0% |
| i | 7791520 | 8.0% |
| t | 7786216 | 8.0% |
| a | 6802723 | 7.0% |
| s | 4148359 | 4.2% |
| C | 3908691 | 4.0% |
| Other values (14) | 23684458 |
Timely response?
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 MiB |
| True | |
|---|---|
| False | 53734 |
| Value | Count | Frequency (%) |
| True | 3974796 | |
| False | 53734 | 1.3% |
Consumer disputed?
Boolean
MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3260172 |
| Missing (%) | 80.9% |
| Memory size | 7.7 MiB |
| False | |
|---|---|
| True | 148378 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 619980 | 15.4% |
| True | 148378 | 3.7% |
| (Missing) | 3260172 |
Complaint ID
Real number (ℝ)
UNIQUE 
| Distinct | 4028530 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4293194.3 |
| Minimum | 1 |
|---|---|
| Maximum | 7499298 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 714311.45 |
| Q1 | 2859701.2 |
| median | 4217975.5 |
| Q3 | 6104681.8 |
| 95-th percentile | 7210740.5 |
| Maximum | 7499298 |
| Range | 7499297 |
| Interquartile range (IQR) | 3244980.5 |
Descriptive statistics
| Standard deviation | 2013775.2 |
|---|---|
| Coefficient of variation (CV) | 0.46906221 |
| Kurtosis | -0.95929452 |
| Mean | 4293194.3 |
| Median Absolute Deviation (MAD) | 1622297 |
| Skewness | -0.22487774 |
| Sum | 1.7295262 × 1013 |
| Variance | 4.0552905 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7448359 | 1 | < 0.1% |
| 4006712 | 1 | < 0.1% |
| 3973369 | 1 | < 0.1% |
| 6321782 | 1 | < 0.1% |
| 3071340 | 1 | < 0.1% |
| 4006711 | 1 | < 0.1% |
| 3388381 | 1 | < 0.1% |
| 4004342 | 1 | < 0.1% |
| 3858239 | 1 | < 0.1% |
| 2635229 | 1 | < 0.1% |
| Other values (4028520) | 4028520 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 16 | 1 | |
| 20 | 1 | |
| 22 | 1 | |
| 24 | 1 | |
| 26 | 1 | |
| 27 | 1 | |
| 36 | 1 |
| Value | Count | Frequency (%) |
| 7499298 | 1 | |
| 7499289 | 1 | |
| 7499284 | 1 | |
| 7499270 | 1 | |
| 7499260 | 1 | |
| 7499252 | 1 | |
| 7499232 | 1 | |
| 7499228 | 1 | |
| 7499226 | 1 | |
| 7499222 | 1 |
| Complaint ID | Product | Company public response | Tags | Consumer consent provided? | Submitted via | Company response to consumer | Timely response? | Consumer disputed? | |
|---|---|---|---|---|---|---|---|---|---|
| Complaint ID | 1.000 | 0.288 | 0.227 | 0.201 | 0.106 | 0.147 | 0.237 | 0.077 | 0.051 |
| Product | 0.288 | 1.000 | 0.224 | 0.289 | 0.143 | 0.184 | 0.238 | 0.131 | 0.067 |
| Company public response | 0.227 | 0.224 | 1.000 | 0.109 | 0.054 | 0.054 | 0.125 | 0.094 | 0.071 |
| Tags | 0.201 | 0.289 | 0.109 | 1.000 | 0.074 | 0.197 | 0.107 | 0.001 | 0.008 |
| Consumer consent provided? | 0.106 | 0.143 | 0.054 | 0.074 | 1.000 | 0.009 | 0.153 | 0.031 | 0.053 |
| Submitted via | 0.147 | 0.184 | 0.054 | 0.197 | 0.009 | 1.000 | 0.078 | 0.021 | 0.068 |
| Company response to consumer | 0.237 | 0.238 | 0.125 | 0.107 | 0.153 | 0.078 | 1.000 | 0.420 | 0.108 |
| Timely response? | 0.077 | 0.131 | 0.094 | 0.001 | 0.031 | 0.021 | 0.420 | 1.000 | 0.031 |
| Consumer disputed? | 0.051 | 0.067 | 0.071 | 0.008 | 0.053 | 0.068 | 0.108 | 0.031 | 1.000 |